Triple

T9943358
Position Surface form Disambiguated ID Type / Status
Subject Zaramo people E194137 entity
Predicate neighboringEthnicGroup P11274 FINISHED
Object Ndengereko people
The Ndengereko people are an ethnic group of coastal Tanzania, culturally and linguistically related to other Swahili-coast Bantu communities.
E866739 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ndengereko people | Statement: [Zaramo people, neighboringEthnicGroup, Ndengereko people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ndengereko people
Context triple: [Zaramo people, neighboringEthnicGroup, Ndengereko people]
  • A. Mwaghavul people
    The Mwaghavul people are an indigenous ethnic group primarily inhabiting parts of Plateau State in central Nigeria, known for their distinct language and rich cultural traditions.
  • B. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • C. Nyambo people
    The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
  • D. Ngamo people
    The Ngamo people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and cultural traditions.
  • E. Benga people
    The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ndengereko people
Triple: [Zaramo people, neighboringEthnicGroup, Ndengereko people]
Generated description
The Ndengereko people are an ethnic group of coastal Tanzania, culturally and linguistically related to other Swahili-coast Bantu communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ndengereko people
Target entity description: The Ndengereko people are an ethnic group of coastal Tanzania, culturally and linguistically related to other Swahili-coast Bantu communities.
  • A. Mwaghavul people
    The Mwaghavul people are an indigenous ethnic group primarily inhabiting parts of Plateau State in central Nigeria, known for their distinct language and rich cultural traditions.
  • B. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • C. Nyambo people
    The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
  • D. Ngamo people
    The Ngamo people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and cultural traditions.
  • E. Benga people
    The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca82e409348190a393777356b80a2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb6124a188190b41feadb7b2f8922 completed April 2, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d8dbe24a64819098bc94a8a62cc46b completed April 10, 2026, 11:15 a.m.
NEDg Description generation batch_69d8e8c683608190aa4333ed38e79f53 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901c7684c8190837ed9ef0c2428af completed April 10, 2026, 1:57 p.m.
Created at: March 30, 2026, 8:45 p.m.